{"id":4228,"date":"2024-05-23T16:00:40","date_gmt":"2024-05-23T07:00:40","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=4228"},"modified":"2025-02-05T12:29:25","modified_gmt":"2025-02-05T03:29:25","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%80%91openai-api-%e3%81%a8%e3%81%af%ef%bc%9f%e4%bd%bf%e3%81%84%e6%96%b9%e3%81%a8python%e3%81%ae%e3%82%b5%e3%83%b3%e3%83%97%e3%83%ab%e3%82%b3","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=4228","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011OpenAI API \u3068\u306f\uff1f\u4f7f\u3044\u65b9\u3068Python\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u7528\u3044\u3066\u89e3\u8aac\uff01"},"content":{"rendered":"\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">\u306f\u3058\u3081\u306b<\/a>  <\/li>  <li>    <a href=\"#i-1\">OpenAI API\u3092\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099<\/a>  <\/li>  <li>    <a href=\"#i-2\">openai\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/a>  <\/li>  <li>    <a href=\"#i-3\">\u30c8\u30fc\u30af\u30f3\u3092\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a<\/a>  <\/li>  <li>    <a href=\"#i-4\">\u5b9f\u88c5\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u3066\u307f\u305f<\/a>  <\/li>  <li>    <a href=\"#i-5\">\u307e\u3068\u3081<\/a>  <\/li>  <li>    <a href=\"#i-6\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-7\">AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001OpenAI API\u3092\u7528\u3044\u3066\u751f\u6210AI\u306b\u8cea\u554f\u3092\u884c\u3044\u3001\u56de\u7b54\u3092\u5f97\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7d30\u304b\u3044\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u524d\u306e\u758e\u901a\u78ba\u8a8d\u3068\u3057\u3066\u3082\u3001\u4f7f\u3044\u52dd\u624b\u304c\u3088\u3044\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u610f\u8b58\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u63d0\u3068\u3057\u3066\u3001Python\u306e\u300clangchain_openai\u300d\u3092\u7528\u3044\u307e\u3059\u306e\u3067\u3001\u8a18\u4e8b\u3092\u8aad\u307f\u9032\u3081\u308b\u524d\u306b\u3001OpenAI\u306eAPI\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u56de\u306fGoogle Colabratory\uff08\u4ee5\u4e0b\u3001Colab\u3068\u7565\u8a18\uff09\u3092\u74b0\u5883\u3068\u3057\u3066\u4f7f\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">OpenAI API\u3092\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099<\/h2>\n\n\n\n<p>\u307e\u305a\u306f\u4ee5\u4e0b\u306eURL\u3088\u308a\u3001API KEY\u3092\u767a\u884c\u3057\u307e\u3059<a href=\"https:\/\/beta.openai.com\/account\/api-keys\" rel=\"nofollow noopener\" target=\"_blank\">\u3002https:\/\/beta.openai.com\/account\/api-keys<\/a><\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"309\" src=\"https:\/\/lh7-us.googleusercontent.com\/-84O87y6OpKeNaCbfiHdScCe4G3G9g0T8szHir3pCUmRc8blFgl_sfrH2aZduY_XLnlQvpjn9NMYQ0cq4nr9e9hvsIp5bXo6RCQjj3KtYtTVwPCaRIaWlpIVJ3T-U3VAF49fOAhm_f9SRKbZnQzsDUs\"><\/p>\n\n\n\n<p>\u300c\uff0bCreate new secret key\u300d\u3088\u308aAPI Key\u3092\u767a\u884c\u3057\u307e\u3059\u3002\u767a\u884c\u3057\u305fAPI Key\u306f\u4fdd\u7ba1\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">openai\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n<div id=\"id-457732d0-83a6-4ed2-aa00-0e3646aead83\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>!pip install langchain_openai<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">\u30c8\u30fc\u30af\u30f3\u3092\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a<\/h2>\n\n\n\n<p>Colab\u753b\u9762\u53f3\u5074\u306e\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u306b\u3001OpenAI\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c8\u30fc\u30af\u30f3\u3092\u30bb\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f `openai_api_key` \u3068\u3044\u3046\u540d\u524d\u3067\u767b\u9332\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/lh7-us.googleusercontent.com\/PFa4qRoW_DucphvTcriP9RQSnGaqj3NEfGa8QcMfqBscDS-6Vjbtce5pAdPYYFApwbA5LoMJI3XDvrdcKGqfwptmoo6EsOBTM6DnpYMeJipnnzzYmcoRqwze7q2pJiTZNZS-uU6eaN5288mRPySIkR4\" alt=\"\" style=\"width:506px;height:auto\"><\/figure>\n\n\n\n<p>\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u306e `openai_api_key` \u3092\u3001\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>OpenAI\u3092\u4f7f\u7528\u3059\u308b\u306b\u3042\u305f\u308a\u3001 `OPENAI_API_KEY` \u3068\u3044\u3046\u74b0\u5883\u5909\u6570\u304c\u53c2\u7167\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-7dc60d59-1b62-42d1-bbc3-f67d0ebdf020\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>import os<br>from google.colab import userdata<br>os.environ[\u201cOPENAI_API_KEY\u201d] = userdata.get(\u201copenai_api_key\u201d)<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u5b9f\u88c5\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u3066\u307f\u305f<\/h2>\n\n\n<div id=\"id-cfa1d2bc-0159-4fee-98d0-b2944cb9e1dc\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>from langchain_openai import ChatOpenAI<br><br>chatOpenAi = ChatOpenAI()<br>chatOpenAi.invoke(\u201c\u56fd\u4f1a\u56f3\u66f8\u9928\u306f\u3001\u6771\u4eac\u306e\u3069\u3053\u306b\u4f4d\u7f6e\u3057\u3066\u3044\u307e\u3059\u304b\uff1f\u201d)<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u5b9f\u969b\u306b\u5f97\u3089\u308c\u305f\u56de\u7b54\u4f8b\uff08\u672c\u6587\u306e\u307f\u629c\u7c8b\uff09<\/p>\n\n\n<div id=\"id-53c7991d-6231-4ac8-9c69-a14bc566fdf7\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u56fd\u4f1a\u56f3\u66f8\u9928\u306f\u3001\u6771\u4eac\u90fd\u5343\u4ee3\u7530\u533a\u306e\u6c38\u7530\u753a\u306b\u4f4d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001OpenAI API\u3092\u7528\u3044\u3066\u8cea\u554f\u3068\u56de\u7b54\u3092\u5f97\u308b\u3068\u3053\u308d\u307e\u3067\u306e\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305c\u3072\u3001LangChain\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7528\u3044\u3066\u69d8\u3005\u306a\u5b9f\u88c5\u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/h2>\n\n\n\n<p>\u751f\u6210AI\u306e\u6982\u8981\u3084ChatGPT\u306e\u57fa\u790e\u64cd\u4f5c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u790e\u304b\u3089\u5b9f\u8df5\u307e\u3067\u5b66\u3079\u307e\u3059\u3002\u6f14\u7fd2\u8ab2\u984c\u3092\u901a\u3058\u3066\u3001\u3054\u81ea\u8eab\u306e\u696d\u52d9\u306b\u9069\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3001\u751f\u6210AI\u3092\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u53d7\u8b1b\u7279\u5178<\/strong>\uff1a\u53d7\u8b1b\u671f\u9593\u4e2d\u300159\u7a2e\u985e\u306e\u5145\u5b9f\u3057\u305fAI Academy\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u3044\u306a\u304c\u3089\u5b66\u3093\u3067\u3044\u305f\u3060\u3051\u307e\u3059\u3002 \u4f8b\uff09\u300c\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u6570\u5b66\u7de8\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7406\u8ad6\u3068\u5b9f\u88c5\u7de8\u300d\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7de8\u300d\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5165\u9580\u7de8\u300d\u306a\u3069<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"307\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-1024x307.png\" alt=\"\" class=\"wp-image-6384\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-1024x307.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-300x90.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-768x230.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-1536x460.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-2048x614.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/\u751f\u6210ai\u30b3\u30fc\u30b9_\u30d0\u30ca\u30fc-940x282.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\/?reaf=26136988214100068\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-1.jpg\" alt=\"\" class=\"wp-image-4230\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-1.jpg 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-1-300x157.jpg 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-1-768x402.jpg 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-1-940x492.jpg 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<p>\u6700\u5f8c\u307e\u3067\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002\u4eca\u56de\u7d39\u4ecb\u3057\u305fLLM\u306b\u3064\u3044\u3066\u5b66\u3073\u305f\u3044\u65b9\u306f<a href=\"https:\/\/aiacademy.jp\/bootcamp\/course\/?id=llm\" target=\"_blank\" rel=\"noopener\" title=\"LLM\u30a2\u30d7\u30ea\u958b\u767a\u30b3\u30fc\u30b9\">LLM\u30a2\u30d7\u30ea\u958b\u767a\u30b3\u30fc\u30b9<\/a>\u306a\u3069\u3092\u6d3b\u7528\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u306e\u751f\u6210AI\u3084AI\u30a2\u30d7\u30ea\u306e\u958b\u767a\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306b\u306f\u3001AI\u306e\u57fa\u790e\u304b\u3089AI\u3092\u6d3b\u7528\u3057\u305fWeb\u30a2\u30d7\u30ea\u306e\u958b\u767a\u306a\u3069\u3001\u4f53\u7cfb\u7684\u306b\u5b66\u7fd2\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001AI Academy Bootcamp\u3067\u306f\u3001\u81ea\u5206\u306e\u597d\u304d\u306a\u6642\u9593\u3068\u5834\u6240\u3067\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8996\u8074\u3057\u306a\u304c\u3089\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 \u306f\u3058\u3081\u306b OpenAI API\u3092\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099 openai\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb \u30c8\u30fc\u30af\u30f3\u3092\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a \u5b9f\u88c5\u3057\u3001\u56de\u7b54\u3092\u53d6\u5f97\u3057\u3066\u307f\u305f \u307e\u3068\u3081 \u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01 AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f  &#8230; 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